Vinay-Vikkranth/Africa-Job-Market-Website

# Skills Observatory (Africa Workforce Insights) Production-style dashboard tracking labor market demand across all 54 African countries, using 100% real job posting data — no synthetic or demo records. ## Features - Full dashboard with 8 working pages (Overview, Jobs, Skills, Salary, Emerging Tech, Gaps, Reports, Alerts) - **All 54 African countries** covered in filters, detection, and the choropleth map - **Real data only** — every job record comes from a live API or job board - **14 data ingestion sources**: Freehire, Remotive, Arbeitnow, RemoteOK, Fuzu, BrighterMonday, Jobberman, UNDP, UN Careers, UN Women, plus optional Adzuna, Jooble, ReliefWeb, and Apify (Careers24 + others) - **ESCO-aligned skill taxonomy** — extracted skills are categorized against a two-tier ESCO-based taxonomy, used across the Gaps and Skills pages - **Nigeria curriculum-gap analysis** — benchmarks employer skill demand against the NUC CCMAS 2022 computing curriculum - **Auto-sync every 6 hours** via Vercel cron (`/api/cron/sync`) - **PDF + CSV annual reports** - **Africa choropleth map** with country-level job intensity - **Sync history** tracking in database - **PostgreSQL-ready** for production (SQLite for local dev) ## Quick Start ```bash npm install npx prisma migrate dev npm run db:seed # pulls live jobs from all sources npm run dev ``` Open localhost and click **Sync Data** to refresh. ## Data Sources | Source | Key required | Coverage | |--------|--------------|----------| | Freehire | No | Africa-wide (regions=africa filter) | | Remotive | No | Remote jobs mentioning African locations | | Arbeitnow | No | Remote jobs mentioning African locations | | RemoteOK | No | Remote jobs mentioning African locations | | Fuzu | No (scraped JSON-LD) | Kenya, East Africa | | BrighterMonday | No (scraped JSON-LD) | Kenya, Ghana | | Jobberman | No (scraped JSON-LD) | Nigeria | | UNDP | No (official careers endpoint) | UNDP vacancies across African duty stations | | UN Caree …